A NOVEL STRUCTURE FOR REALIZING GOAL-DIRECTED BEHAVIOR

Cem Yucelgen, Yusuf Kuyumcu, N. Serap Sengor

2012

Abstract

Intelligent organisms complete goal-directed behaviour by accomplishing a series of cognitive process. Inspired from these cognitive processes, in this work, a novel structure composed of Adaptive Resonance Theory and an Action Selection module is introduced. This novel structure is capable of recognizing task relevant patterns and choosing task relevant actions to complete goal-directed behavior. In order to construct these task relevant choices the parameters of the system are modified by Reinforcement Learning. Thus the proposed structure is capable of modifying its choices and evaluates the outcome of these choices. In order to show the efficiency of the proposed structure word hunting task is solved.

Paper Citation

in Harvard Style

Yucelgen C., Kuyumcu Y. and Serap Sengor N. (2012). A NOVEL STRUCTURE FOR REALIZING GOAL-DIRECTED BEHAVIOR . In Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-8425-95-9, pages 249-255. DOI: 10.5220/0003719902490255

in Bibtex Style

@conference{icaart12,
author={Cem Yucelgen and Yusuf Kuyumcu and N. Serap Sengor},
title={A NOVEL STRUCTURE FOR REALIZING GOAL-DIRECTED BEHAVIOR},
booktitle={Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2012},
pages={249-255},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003719902490255},
isbn={978-989-8425-95-9},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - A NOVEL STRUCTURE FOR REALIZING GOAL-DIRECTED BEHAVIOR
SN - 978-989-8425-95-9
AU - Yucelgen C.
AU - Kuyumcu Y.
AU - Serap Sengor N.
PY - 2012
SP - 249
EP - 255
DO - 10.5220/0003719902490255